Yes, if you were on the very fringe of the chemical/biological cloud... but its real value seems to have more to do with making people feel good about doing something proactive in an uncertain time.

There are lots of previous threads about positive-pressure safe rooms and air filters. Do a search if you'd like to know more. If you can't find anything, let me know and I'll post some links here.